From the moment the email landed, Michael felt a strange tremor run through him. He reread the announcement, his eyes darting back and forth across the screen like trapped insects. The office, usually a haven of routine, now felt like a cage closing in.

He slammed his hands on his desk, then instantly regretted it, wincing at the sharp sound. A throbbing headache bloomed behind his eyes, a physical manifestation of his fear. He felt a desperate need to be in control.

He got up and started pacing. He muttered about the unfairness of it all. He thought of his rival, Jessica, always so poised and unflappable. He imagined her already celebrating, probably with a glass of champagne. He felt as though he might disintegrate.

Emotion: hysterical

Cluster: Fear / Anxiety
PC1 (Valence): -3.19 Negative
PC2 (Disposition): -0.45

Role in Research

This story is one of 1,000 stories generated for the emotion hysterical. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 hysterical stories, after denoising with neutral dialogue baselines, produces the hysterical emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hysterical vector is projected through the unembedding matrix.

Promoted:
worse0.401
่ƒ€0.401
์ ์ 0.396
๐Ÿ˜ซ0.377
ใใ‚Œใงใ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
๐Ÿ˜Ž-0.370
๐Ÿ˜Ž-0.359